Dr. Bikesh  Kumar  Singh

Department Bio Medical Engineering
Designation Assistant Professor and HOD
Educational Qualification Ph.D.
E-Mail bsingh.bme@nitrr.ac.in
Contact Number 9826469522
Areas of Interest

Instrumentation, Biomedical Signal Processing, Medical Imaging, Medical Information Retrieval, Soft computing, Pattern Recognition.

Publications

Journals

  • Akalabya Bissoyi, Arindam Bit, Bikesh Kumar Singh, Abhishek Kumar Singh, Pradeep Kumar Patra, Enhanced cryopreservation of MSCs in microfluidic bioreactor by regulated shear flow, Nature Scientific Reports, 2016; 6: 1-13.
  • Bikesh Kumar Singh, Kesari Verma, AS Thoke, Fuzzy cluster based neural network classifier for classifying breast tumors in ultrasound images, Expert Systems with Applications2016, Vol. 66, Pages 114–123. (Elsevier Publication).
  • Bikesh Kumar Singh, Kesari Verma and A. S. Thoke, Investigations on edge preservation and smoothening of frequency domain filters for speckle removal in breast ultrasound images, International Journal of Biomedical engineering and Technology (Inderscience Publishers), 2015.
  • Bikesh Kumar Singh, Kesari Verma and A. S. Thoke, Objective and Optical Evaluation of Despeckle Filters in Breast Ultrasound Images, IETE Technical Review, 16 pages, 2015. DOI: 10.1080/02564602.2015.1019943. (Taylors and Francis Publication).
  • Bikesh Kumar Singh, Kesari Verma and A. S. Thoke, An Enhancement in Adaptive Median Filter for Edge Preservation, Procedia Computer Science (Elsevier Publication), Vol. 48, 2015, pp. 29-36, 2015.
  • Bikesh Kumar Singh, Kesari Verma and A. S. Thoke, A Dual Feature Selection Approach for Classification of Breast Tumors in Ultrasound Images Using ANN and SVM, CiiT International Journal of Artificial Intelligent Systems and Machine Learning, Vol. 7, No. 3, pp. 78-84, 2015.
  • Bikesh Kumar Singh, Kesari Verma and A. S. Thoke, Investigations on impact of feature normalization techniques on classifier’s performance in breast tumor classification, International Journal of Computer Applications, Vol. 116, No. 19, pp. 11-15, 2015.
  • Bikesh Kumar Singh, Kesari Verma and A. S. Thoke, Adaptive gradient descent backpropagation for classification of breast tumors in ultrasound imaging, Procedia Computer Science (Elsevier Publication), Vol. 46, 2015, pp. 1601–1609, 2015.
  • Kesari Verma, Bikesh Kumar Singh, Priyanka Tripathi, A. S. Thoke, Review of Feature Selection Algorithms for Breast Cancer Ultrasound Image, New Trends in Intelligent Information and Database Systems, Studies in Computational Intelligence Volume 598, 2015, pp 23-32
  • Kesari Verma, Ligendra Kumar Verma and Bikesh Kumar Singh, “Distance measurement using Enhanced Histogram Approach for Irregular Images” International Journal of Computer Science and Information Technology & Security, pp. 216-219, Vol. 2, No.1, 2012.
  • Bikesh Kumar Singh, Anamika Yadav and Shailaja Singh, “ANN based Classifier System for Digital Mammographic Images” International Journal of Computer Applications, Vol.  35(13), pp. 39-42, December 2011.
  • Bikesh Kumar Singh, A.S. Thoke, Keshri Verma and Ankita Chandrakar, “Image Information Retrieval From Incomplete Queries Using Color And Shape Features” Signal & Image Processing : An International Journal (SIPIJ) Vol.2, No.4, pp. 213-220, December 2011.
  • Neelam Marshkole, Bikesh Kumar Singh and A S Thoke, “Texture and Shape based Classification of Brain Tumors using Linear Vector Quantization”, International Journal of Computer Applications 30(11), pp. 21-23, September 2011.
  • Neelam Marshkole, Bikesh Kumar Singh and A.S.Thoke, Texture and Shape Based Classification of Brain Tumors Using Back-Propagation Algorithm”
    International Journal of Computer Science and Information Technologies, Vol. 2(5), pp. 2340-2342, October 2011.
  • Bikesh Kr. Singh, “Mammographic Image Enhancement, Classification and Retrieval using Color, Statistical and Spectral Analysis” International Journal of Computer Applications 27(1), pp. 18-23, August 2011. 
  • Mohd. Imroze Khan, Bhibhudendra Acharya, Bikesh Kumar Singh and Jigyasa Soni, “Content Based Image Retrieval Approaches for Detection of Malarial Parasite in Blood Images” International Journal of Biometrics and Bioinformatics (IJBB), Volume (5) : Issue (2) , pp. 97-110,  May 2011.
  • Bikesh Kumar Singh, G. R Sinha and Bidyut Mazumdar, “ Integration of Spatial Information with Color for Content Retrieval of Remote Sensing Images”, ICTACT Journal on Image & Video Processing, pp. 22-26, Vol.1, Issue.1, August 2010. 
  • Bikesh Kumar Singh and Bidyut Mazumdar, “ Content Retrieval from X-Ray Images using Color & Texture Features”, International Journal of Electronics Engineering, pp. 25-28, Vol. 2, Number 1, January 2010.

 Conferences

  • Lipismita Panigrahi, Keshri Verma, Bikesh Kumar Singh, An enhancement in automatic seed selection in breast cancer ultrasound images using texture features,  IEEE International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2016, 1096-1102.

  • Bikesh Kumar Singh, P Batra, Kesari Verma and A. S. Thoke, Speckle noise reduction in ultrasound images using fuzzy shrinking technique, Proceedings of International Conference on Advances in Recent Technologies in Communication and Computing, pp. 272-276, 2013.
  • Shailaja Singh, Anamika Yadav and Bikesh Kumar Singh, Performance Analysis of Mammographic Image Enhancement Techniques for Early Detection of Breast Cancer” in proceedings of International Conference Parallel, Distributed Computing technologies and Applications (PDCTA-2011), published by Springer (LNCS) in Communications in Computer and Information Science (CCIS), Volume 203, Part 1, pp. 439-448, September 2011.
  • Anamika Yadav and Bikesh Kumar Singh, and Shailaja Singh “Comparative Analysis and Evaluation of Enhancement Techniques for Digital Mammograms” in Proceedings of  2nd IEEE, International Conference on Computer and Communication Technology (ICCCT-2011)  held at Motilal Nehru National Institute of Technology , Allahabad, pp. 159-163,  September 2011.
  • Bikesh Kumar Singh, A.S. Thoke and Keshri Verma “ An Overview and Comparative Study of Segmentation Techniques for Extraction of Tongue Region for Computerized Tongue Diagnosis” in proceedings of International Conference Parallel, Distributed Computing technologies and Applications (PDCTA-2011), published by Springer (LNCS) in Communications in Computer and Information Science (CCIS), Volume 203, Part 1, pp. 473-483, September 2011.
  • Ankita Chandrakar, A.S Thoke, and Bikesh Kumar Singh, “Indexing and Retrieval of Medical Images Using CBIR Approach” in proceedings of International Conference Parallel, Distributed Computing technologies and Applications (PDCTA-2011), published by Springer (LNCS) in Communications in Computer and Information Science (CCIS), Volume 203, Part 1, pp. 393-403, September 2011.
  • Bikesh Kumar Singh, Jitendra singh Parihar and Pritish Pal, “Wavelet Based information for Retrieval and Classification of Mammographic Images” Proceedings of  International Conference on Communication, Computing & Security (ICCCS2011), organised by Department of Computer Science and Engineering at NIT Rourkela, India,  published by ACM, pp. 365-370 Feb 2011.
  • Md. Imroze Khan  and Bikesh Kumar Singh, “Retrieval of Changes in Moving Objects in Multiple and Color Images” Proceedings of International Conference on Communication, Computing & Security (ICCCS2011), organised by Department of Computer Science and Engineering at NIT Rourkela, India,  published by ACM, pp. 371-376, Feb 2011.
  • Pritish Pal, Niladri Prasad Mohanty, Abhas Kushwaha, Bikesh Kumar Singh, B. Mazumdar, “Feature Extraction for Evaluation of Muscular Atrophy” proceedings of IEEE International Conference on Computational Intelligence and Computing Research (ICCIC)Coimbatore, India, pp. 1 - 4 ,Dec 2010.
  • Pritish Pal, Niladri Prasad Mohanty, Abhas Kushwaha, Bikesh Kumar Singh, B. Mazumdar, “ Expert System Design for Evaluation of Muscular Atrophy” Proceedings of Second International Conference on Signal, System and Automation (ICSSA-2011), EC Department, G H Patel College of Engineering & Technology, Gujarat, India, published  by UNIVERSAL PUBLISHER, USA.( ISBN: 978-1-6123-3002-0), Jan 2010.
  • Bikesh Kumar Singh, Bidyut Mazumdar, G. R. Sinha, and M. Kar. “Content Based Retrieval of MRI Images Using Integration of Color, Texture & Shape Features”, In Proceedings of the 2010 International Conference on Advances in Communication, Network, and Computing (CNC 2010), Published by ACM, pp. 222-224, October 2010. 
  • M. Kar, Dr. Kavita Thakur, Dr. A. S. Zadgaonkar and Bikesh Kumar Singh, “Appropriate Windowing in Speech Parameter Extraction” Proceedings of IEEE International Conference on Advances in Recent Technologies in Communication and Computing(ARTCOM 2010), Kottayam, India, pp. 411-413, October 2010.
  • Bikesh Kr. Singh, G. R Sinha, Bidyut Mazumdar and Md. Imroze Khan, Content Based Retrieval of X- ray Images Using Fusion of Spectral Texture and Shape Descriptors” Proceedings of IEEE International Conference on Advances in Recent Technologies in Communication and Computing(ARTCOM 2010), Kottayam, India, pp. 411-413, October 2010.
  • Bikesh Kr. Singh, G. R. Sinha and Imroze Khan, “Comparison of Histogram and Spatiograms for Content Based Retrieval of Remote Sensing Images”, Proceedings pf International Conference on Business Administration & Information Processing,  Published by Springer in Communications in Computer and Information Science, Volume 70, pp. 152-156, March 2010.
  • Bikesh Kr. Singh, G.R Sinha, A. Wany & Bidyut Mazumdar, “ Content Based Retrieval from Biomedical Images Using Color Histograms”, Proceedings of International Conference on Nanotechnology & Biosensors, organized by R.E.C Visakhapatnam (A.P) in collaboration with International Accreditation Council of Quality Education & Research, pp. 51 (Abstract), Jan 2010.
  •  A. Wany, A.S. Prasad, Bikesh Kr. Singh and Bidyut Mazumdar, “ Nanofabrication in Nanomedicine and  Nanobiotechnology for Designing Future Molecular Scale Devices”, Proceedings of International Conference on Nanotechnology & Biosensors, organized by R.E.C Visakhapatnam (A.P) in collaboration with International Accreditation Council of Quality Education & Research, pp. 51 (Abstract), Jan 2010.
  • Bikesh Kumar Singh and Bidyut Mazumdar, “Fusing Speech with Fingerprint and Palmprint for Person Identification”, Proceedings of the International Symposium on Frontiers of Research in Speech & Music organized jointly by ITC Sangeet Research Academy Kolkata, ABV IIITM Gwalior, Sir C V Raman Centre for Physics & Music Jadhavpur University Kolkata & B.I.T Mesra at ABV IIITM Gwalior, pp. 9-13, Dec 2009.
  • Bikesh Kumar Singh, Susmita Ghosh & Kavita Thakur, “A New Technique for Cardiac Assessment Using Power Spectral Density Analysis of Speech Signals”, Proceedings of the International Symposium on Frontiers of Research in Speech & Music, organized jointly by ITC Sangeet Research Academy Kolkata, CDAC Kolkata, Saha Institute of Nuclear Physics Kolkata, Sir C V Raman Centre for Physics & Music Jadhavpur University Kolkata,  at Sir C V Raman Centre for Physics & Music Jadhavpur University Kolkata, pp. 333 -335, Feb 2008.
  • Bikesh Kumar Singh, “ Information Retrieval of Mammographic Images for Background Tissue Classification & Early Detection of Breast Cancer” Proceedings of 8th Chhattisgarh Young Scientist Congress organized by Pt. Ravishankar University, Raipur and Sponsored by Chhattisgarh Council of Science & Technology, pp. 100 (Abstract), April 2010.
  • Bikesh Kumar Singh and Aakanksha Wany, “Retrieval of M.R.I Images using Color & Spectral Features”, Proceedings of National Conference Technologia 2010, organized by MPCCET Bhilai, Feb 2010.
  •  Aakanksha Wany and Bikesh Kumar Singh, “Smart Nanostructured Nanomaterials in the future clinical Diagnosis & Medical Therapeutics”, Proceedings of National Conference Technologia 2010, organized by MPCCET Bhilai, Feb 2010.
  •  Bikesh Kumar Singh and Poonam Shrivastava, “Matlab Based diagnostic Evaluation of ECG signals”, Proceedings of National conference on Innovation in Science and Technology towards Industrial development, Organized by RCET Bhilai, pp. 141-144, Jan 2008.
  • Bikesh Kumar Singh and Kavita Thakur, “Acoustical Speech Method for Cardiac Assessment”, Proceedings of National Symposium on Acoustics, organized by Acoustical Society of India at K.S.R College of Technology, Tamil Nadu, India, pp. 221-224,  Dec 2007.
  • Bikesh Kumar Singh, “ECG Signal Processing: Detection of Bradycardia and Tachycardia”, Proceedings of National Conference on Recent Trends in Embedded System and Design, organized by RCET Bhilai, March 2007.
Other Info.

Awards & Honors

  • IETE Gowri Memorial Award, 2016 from IETE India.
  • IEI Young Engineer Award 2012 from Institution of Engineers, India (IEI).
  • Chhattisgarh Young Scientist Award-2010 at Chhattisgarh Young Scientist Congress organized by Pt. Ravishankar University, Raipur and Sponsored by Chhattisgarh Council of Science & Technology.
  • Gold Medalist in B.E for 1st Merit Rank in University.
  • Best Paper Award in International Conference on Nanotechnology & Biosensor at R.E.C Visakhapatnam.
  • Chaired a session as Expert in International Conference on Business Administration & Information Processing, sponsored by Springer and organized by ACEEE at Trivandrum, Kerala, Jan 2010.
  • Member of Reviewer Committee in  International Conference on Communication, Computing & Security (ICCCS2011), organised by Department of Computer Science and Engineering at NIT Rourkela, India in Feb-2011,  Proceedings published by ACM  with ISBN-978-1-4503-0464-1.  
  • Best Citizens of India Award by International Publishing House, New Delhi in 2011.
  • Biodata selected for Rajiv Gandhi Excellence award by International Friendship society, New Delhi in 2011.

Sponsered Projects

S. No

Title

Amount

Sponsering agency

Status

1

Computer aided technique for diseases diagnosis: A non invaisve approach of disease detection using IRIS image

2.87 Lacs

CGCOST

Ongoing

2

Computer aided analysis and interpretation of mammographic images for early diagnosis of breast cancer in Chhattisgarh

3.60 Lacs

CGCOST

Ongoing

Winter/Summer Schools/Short-term Courses/Workshops Conducted/Organized   

  • Organized and conducted a one week short term course on MATLAB Programming and its    Engineering Applications( MPEA-2013) from 26-30 December 2013 under CEC NIT Raipur, at NIT Raipur as COORDINATOR and RESOURCE PERSON.

Membershipof Professional Bodies

S.No

Name of Professional Body/Society

Category of Membership

1

 

Institution of Engineers(IE)

Associate Member (AM098513-1)

 

2

Institution of Electronics and Telecommunication Engineers (IETE)

Life Member

3

Computer Society of India (CSI)

Life Member

4

The International Association of Engineers (IAENG)

Life Member

5

International Association of Computer Science and Information Technology      (IACSIT)

 

Life Member

6

The Indian Science Congress Association

Life Member

M.Tech Thesis Guided

1. Name of Scholar: Shailaja Singh; Title of Thesis: ANN Based Computer Aided Diagnosis System for Enhancement, Retrieval and Classification of Mammographic Images; Supervisors: Dr. Anamika Yadav and Bikesh Kumar Singh

 2. Name of scholar:  Ankita Chandrakar; Title of Thesis: Image Information Retrieval from Incomplete Queries using Color, Texture and Shape features.Supervisors: Dr. A.S Thoke and Bikesh Kumar Singh

3. Name of scholar:  Neelam Marshkole; Title of Thesis: Development of computer aided diagnosis system for retrieval and classification of brain tumours using ANN. Supervisors: Dr. A.S Thoke and Bikesh Kumar Singh

4. Name of scholor: Sudeshna Sikdar; Title of Thesis: Comparative Study of various Filtering Techniques for Speckle Removal in Breast Ultrasound Images. Supervisors: Bikesh Kumar Singh.

5. Name of scholar:  Priyanka Batra Title of Thesis: Speckle noise reduction in ultrasound images using fuzzy shrinking technique. Supervisors: Dr. A.S Thoke and Bikesh Kumar Singh

6. Name of scholar:  Sheetal Maheshwari; Title of Thesis: Study of feature extraction techniques for classification of breast masses. Supervisors: Dr. A.S Thoke and Bikesh Kumar Singh.

Employment Record(Teaching and Research): More than 9 years

As Lecturer for 2 years at RCET Bhilai.

As Assistant Professor (GP: 6000) at Biomedical Engg. Department since 1/8/2008.

As Assistant Professor (GP: 7000) at Biomedical Engg. Department since 10/4/2013.

Participation in Winter/Summer Schools/Short-term Courses/Workshops

S. No. 

Title / Name of course 

Period 

Name of Sponsorer 

Venue

From 

To 

 

01

Soft Computing Techniques for Optimization

17/02/2014

21/02/2014

DST, India

IIITM Gwalior

02

Support Vector Machine in Pattern Recognition and its Applications in Biological Sciences

23/01/2014

27/01/2014

SUB DIC Bioinformatics NIT Raipur

NIT Raipur

03

 

MATLAB Based design and implementation of advanced control, signal and image processing algorithms

16/08/2013

21/08/2013

CEC & Electrical Dept. N.I.T Raipur

N.I.T Raipur

04

E-Books in Libraries

15/11/2013

16/11/2013

N.I.T Raipur

N.I.T Raipur

05

Fundamentals of Lab View

07/11/2013

07/11/2013

N.I.T Raipur

N.I.T Raipur

06

Soft Computing tools and practice on signal and image processing application 

09/07/2013

14/07/2013

N.I.T Rourkela

N.I.T Rourkela

07

Matlab and Simulink for Engineering Education

01/03/2013

01/03/2013

Mathworks India

Raipur

08

Mathematical Modeling, Chemo informatics and Quantum Chemistry 

19/03/2013

19/03/2013

E & T.C Department

N.I.T Raipur

N.I.T Raipur

09

Deployment and Collaboration of Analytical Reports and Models

01/02/2013

01/02/2013

N.I.T Raipur

N.I.T Raipur

10

Winter school on Digital Image Processing

13/12/2011

18/12/2011

CEP (N.I.T Rourkela)

N.I.T Rourkela

11

International Workshop on Medical Imaging

02/01/2011

08/01/2011

AICTE

I.I.T Kharagpur

12

Summer Faculty Research Fellow Programme-2010 

18/05/2010

 

30/06/2010

 

 CEP/QIP

 (I.I.T Delhi)

 

I.I.T Delhi

13

Workshop on Digital Image Processing 

06/02/2010

 

07/02/2010 

M.P.C.C.E.T Bhilai(C.G) 

M.P.C.C.E.T Bhilai(C.G)

14

Soft skills workshop

28/08/2009

30/08/2009

Infosys and N.I.T Raipur

N.I.T Raipur

15

Management of Hazardous Waste

21/08/2009

22/08/2009

MOEF, Govt. of India

N.I.T Raipur

16

Staff Development Program

08/06/2009

20/06/2009

NITTTR, Bhopal

N.I.T Raipur

17

Short term course in Advanced

Signal processing and Communication technology 

18/12/2006

 

22/12/2006

 

N.I.T Rourkela

 

N.I.T Rourkela

 

18

Faculty Development Program

19/06/2006

30/06/2006

Dept. of Science and Technology, Govt. of India

Durg (C.G)

19

National Level Workshop

22/03/2006

22/03/2006

R.I.T Raipur

R.I.T Raipur

20

Short Term Course on Teaching Learning Process

17/11/2005

20/11/2005

R.C.E.T Bhilai

R.C.E.T Bhilai

List of Seminars/ Conferences Attended

S. No.

Title / Name

Period

National /

International

Organized by

From

To

01

International conference on information and communication technologies

03/12/2014

 

05/12/2014

International

CUSAT Kochi

02

Fifth international conference on Advances in Recent technologies in Communication and Computing( ARTCom 2013)

20/09/2013

21/09/2013

International

ACEEE & Elsevier

03

2nd IEEE, International Conference on Computer and Communication Technology (ICCCT-2011)

15/09/11

17/09/11

International

MNNIT, Allahabad

04

International Conference on Communication, Computing & Security (ICCCS2011) (ACM)

12/02/2011

14/02/11

International

N.I.T Rourkela

05

International Conference on Business Administration & Information Processing

26/03/10

27/03/10

 

International

ACEEE & Springer

(At Trivandrum Kerela)

 

06

International Conference on Nanotechnology & Biosensors

 

20/01/10

 

21/01/10

 

International

R.E.C Visakhapatnam (A.P) in collaboration with IACQER

 

07

National Conference Technologia 2010

24/02/10

25/02/10

National

M.P.C.C.E.T Bhilai

08

Management of Hazardous Waste

 

 

21/08/09

 

22/08/09

 

National

N.I.T Raipur

09

National conference on Innovation in Science and Technology towards Industrial development

04/01/2008

05/01/2008

National

R.C.E.T Bhilai

10

National Symposium on Acoustics

05/12/07

07/12/07

National

Acoustical Society of India

11

National Conference on Recent Trends in Embedded System and Design

30/03/07

30/03/07

National

R.C.E.T Bhilai

12

Technology Management for innovation & Entrepreneurship

13/03/05

14/03/05

National

R.C.E.T Bhilai